Third-order reciprocally convex approach to stability of fuzzy cellular neural networks under impulsive perturbations
Sign Up to like & getrecommendations! Published in 2017 at "Soft Computing"
DOI: 10.1007/s00500-016-2051-z
Abstract: The stability is investigated for a kind of fuzzy cellular neural networks with time-varying and continuously distributed delays under impulsive perturbations. When the Wirtinger-based integral inequality is applied to partitioned integral terms in the derivation… read more here.
Keywords: fuzzy cellular; stability; neural networks; convex approach ... See more keywords
Convergence of Neutral Type Fuzzy Cellular Neural Networks with D Operator
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DOI: 10.1007/s11063-018-9864-y
Abstract: A model of neutral type fuzzy cellular neural networks with D operator is proposed. Applying differential inequality techniques, several sufficient conditions are derived to ensure the global exponential convergence of solutions for the proposed neural… read more here.
Keywords: fuzzy cellular; type fuzzy; neural networks; neutral type ... See more keywords
Weighted pseudo almost automorphic solutions for neutral type fuzzy cellular neural networks with mixed delays and D operator in Clifford algebra
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DOI: 10.1080/00207721.2020.1777345
Abstract: The main aim of this work is to study a class of neutral type Fuzzy Cellular Neural Networks (FCNNs) with mixed delays and D operator. New criteria are established for the existence, uniqueness and global… read more here.
Keywords: mixed delays; fuzzy cellular; type fuzzy; neural networks ... See more keywords
Robustness Analysis of Fuzzy Cellular Neural Network With Deviating Argument and Stochastic Disturbances
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DOI: 10.1109/access.2023.3233946
Abstract: Robustness analysis of fuzzy cellular neural networks with deviating arguments and stochastic disturbances is the main topic of discussion in this paper. The issue at hand is what the upper bounds of the disturbances and… read more here.
Keywords: neural network; stochastic disturbances; cellular neural; robustness analysis ... See more keywords